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Contrastive Consensus Graph Learning for Multi-View Clustering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 2027-2030
作者:  Shiping Wang;  Xincan Lin;  Zihan Fang;  Shide Du;  Guobao Xiao
Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：139/56  |  提交时间：2022/10/09
Push-Sum Based Algorithm for Constrained Convex Optimization Problem and Its Potential Application in Smart Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1889-1891
作者:  Qian Xu;  Zao Fu;  Bo Zou;  Hongzhe Liu;  Lei Wang
Adobe PDF(430Kb)  |  收藏  |  浏览/下载：176/55  |  提交时间：2022/09/08
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1801-1817
作者:  Ye Tian;  Haowen Chen;  Haiping Ma;  Xingyi Zhang;  Kay Chen Tan;  Yaochu Jin
Adobe PDF(2151Kb)  |  收藏  |  浏览/下载：213/70  |  提交时间：2022/09/08
Conjugate gradient  differential evolution  evolutionary computation  large-scale multi-objective optimization  mathematical programming  
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:  Yixin Wang;  Shuang Qiu;  Dan Li;  Changde Du;  Bao-Liang Lu;  Huiguang He
Adobe PDF(1908Kb)  |  收藏  |  浏览/下载：318/83  |  提交时间：2022/08/19
Cycle-consistency  domain adaptation  electroencephalograph (EEG)  multi modality  variational autoencoder  
Reinforcement Learning Behavioral Control for Nonlinear Autonomous System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1561-1573
作者:  Zhenyi Zhang;  Zhibin Mo;  Yutao Chen;  Jie Huang
Adobe PDF(2249Kb)  |  收藏  |  浏览/下载：168/47  |  提交时间：2022/08/19
Behavioral control  mission supervisor  nonlinear autonomous system  reinforcement learning  
Development and Control of Underwater Gliding Robots: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1543-1560
作者:  Wang, Jian;  Wu, Zhengxing;  Dong, Huijie;  Tan, Min;  Yu Junzhi
Adobe PDF(183Kb)  |  收藏  |  浏览/下载：344/168  |  提交时间：2022/08/19
Buoyancy driven  motion control  oceanic applications  system development  underwater gliding robots  
Domain Adaptive Semantic Segmentation via Entropy-Ranking and Uncertain Learning-Based Self-Training 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1524-1527
作者:  Chengli Peng;  Jiayi Ma
Adobe PDF(7645Kb)  |  收藏  |  浏览/下载：204/66  |  提交时间：2022/08/01
A PD-Type State-Dependent Riccati Equation With Iterative Learning Augmentation for Mechanical Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1499-1511
作者:  Saeed Rafee Nekoo;  José Ángel Acosta;  Guillermo Heredia;  Anibal Ollero
Adobe PDF(2890Kb)  |  收藏  |  浏览/下载：331/100  |  提交时间：2022/08/01
Closed-loop  iterative learning control (ILC)  PD-type  SDRE  SDDRE  symmetric  
Gradient-Based Differential kWTA Network With Application to Competitive Coordination of Multiple Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1452-1463
作者:  Mei Liu;  Xiaoyan Zhang;  Mingsheng Shang;  Long Jin
Adobe PDF(6848Kb)  |  收藏  |  浏览/下载：173/52  |  提交时间：2022/08/01
Consensus filter  k-winners-take-all (kWTA)  multi-robot coordination  noise resistance  
Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(1612Kb)  |  收藏  |  浏览/下载：231/54  |  提交时间：2022/08/01
Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning